Part 1: EDA

YVR

## [1] "../drought_code_yvr/data/YVR_maxtemp_avgexc_bymonth.csv"
## [1] "../drought_code_yvr/data/YVR_maxtemp_exc_over90th.csv"

plot nexc with year-month

Plot avg exc

Kelowna

plot nexc with year-month

Plot avg exc

Prince George

plot nexc with year-month

Plot avg exc

FortNelson

plot nexc with year-month

Plot avg exc

Abbotsford

plot nexc with year-month

Plot avg exc

Part 2: Correlation

scatter plot with top20 colored

Part 3: Ranking

avgexc total year all stations scatter

## # A tibble: 30 × 10
##    begin     end   starttemp endtemp avgexc  year month station  rank yrmon     
##    <chr>     <chr>     <dbl>   <dbl>  <dbl> <int> <int> <chr>   <dbl> <date>    
##  1 2014-01-… 2014…      -1.6   14.9   11.6   2014     1 FortNe…     1 2014-01-01
##  2 2003-01-… 2003…       6.5    1.6   10.3   2003     1 FortNe…     2 2003-01-01
##  3 1943-12-… 1943…       7.2    2.8    9.69  1943    12 FortNe…     3 1943-12-01
##  4 2006-12-… 2006…       0.3    4.3    9.60  2006    12 FortNe…     4 2006-12-01
##  5 1979-11-… 1979…      11.5    6.4    9.41  1979    11 FortNe…     5 1979-11-01
##  6 2021-06-… 2021…      27.9   32.1    9.17  2021     6 Abbots…     1 2021-06-01
##  7 2024-01-… 2024…      14.3   -1      8.74  2024     1 FortNe…     6 2024-01-01
##  8 1943-11-… 1943…       7.8    2.8    8.73  1943    11 FortNe…     7 1943-11-01
##  9 1986-12-… 1986…       4.8   -1.3    8.59  1986    12 FortNe…     8 1986-12-01
## 10 1997-12-… 1997…       4.4   -0.75   8.42  1997    12 FortNe…     9 1997-12-01
## # ℹ 20 more rows

avgexc SUMMER all stations scatter

avgexc for specific year

1941

2021

Rank the stations based on the number of dry days